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Summary: This PR fixes #17843. In addition (test locally), this still maintains the continuity of log_prob which is addressed in https://github.com/pytorch/pytorch/pull/15962 cc neerajprad Pull Request resolved: https://github.com/pytorch/pytorch/pull/20679 Differential Revision: D15413311 Pulled By: ezyang fbshipit-source-id: 4fc0ca755ae6a85aa7deb2206dab675f82f9aa25
Note [TH abstraction violation] ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ TH/THC provide some hpp headers, which are proper C++ headers rather than C headers. These headers serve double duty as *internal implementation detail* headers, whose contents should largely not be used by external clients. Ideally, we would not install these headers at all; instead, you should use public functions (in headers like `THTensor.h`, NOT `THTensor.hpp`) to manipulate these structs. However, there are a few places in torch/csrc where we violate this abstraction. They are marked with a pointer to this note. Each of those sites will have to be refactored when we refactor the guts of THTensor and related structures.